Neural Network Control

Four main schemes for advanced neural network control are addressed in this book, including: NN model-based control, direct adaptive NN control–including state feedback, observer design and decentralized control, adaptive backstopping NN control, adaptive NN control of robot manipulators.

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This book provides a systematic treatment of a general and streamlined design procedure for neural network (NN) control schemes. Stability proofs and transient performance guarantees are presented which illustrate the superior efficiency of the NN controllers over other design techniques when the system is unknown.

SKU: 9780863802850
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Weight 1 kg
Dimensions 23 × 15 × 3 cm
Book Author

Kok Kiong Tan, Kok Zuea Tang, Sunan Huang, Susan Huang

Edition

1st

Format

Hardback

ISBN

9780863802850

Language

English

Pages

420

Publication Year

Publisher

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